Ace424

Skiplist-CPP

A tiny KV storage based on skiplist written in C++ language| 使用C++开发，基于跳表实现的轻量级键值数据库🔥🔥 🚀

Conf-MPU-DS-NER

Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at ACL 2022

project-based-learning

Curated list of project-based tutorials

Paper-Writing-Tips

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

ELR

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

CONTaiNER

Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"

csmath-2022

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

RoSTER

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

CoSSL

Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 2022)

BOND

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

CLUENER2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

BLDR

cs-video-courses

List of Computer Science courses with video lectures.

SCDL

Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning

PiCO

PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984

ProMix

[IJCAI 2023] ProMix: Combating Label Noise via Maximizing Clean Sample Utility

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

Thief

一款创新跨平台摸鱼神器，支持小说、股票、网页、视频、直播、PDF、游戏等摸鱼模式，为上班族打造的上班必备神器，使用此软件可以让上班倍感轻松，远离 ICU。

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

ohmyzsh

🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

AIDB

ai4db and db4ai work

Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)